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I think that you should install Linux with encryption. Ubuntu Alternative CD does that.
After the partition, configuration of the volumes with encryption and format, you will start the System as any other System, but, the HD will be encrypted.
Later, after installation, install the Web Server software.
I think that you will be fine with it.